Pandas Profiling Report

Dataset statistics

Number of variables	14
Number of observations	61
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.9 KiB
Average record size in memory	116.0 B

Variable types

Numeric	13
Categorical	1

Alerts

`kmeans_labels` has constant value ""	Constant
`Flavanoids` is highly overall correlated with `OD280` and 2 other fields	High correlation
`OD280` is highly overall correlated with `Flavanoids` and 1 other fields	High correlation
`Proanthocyanins` is highly overall correlated with `Flavanoids`	High correlation
`Total_Phenols` is highly overall correlated with `Flavanoids` and 1 other fields	High correlation

Reproduction

Analysis started	2023-11-28 13:23:09.452521
Analysis finished	2023-11-28 13:23:39.266209
Duration	29.81 seconds
Software version	ydata-profiling vv4.6.2
Download configuration	config.json

Alcohol
Real number (ℝ)

Distinct	42
Distinct (%)	68.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.190656

Minimum	11.03
Maximum	12.86
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	976.0 B

Quantile statistics

Minimum	11.03
5-th percentile	11.56
Q1	11.84
median	12.29
Q3	12.47
95-th percentile	12.77
Maximum	12.86
Range	1.83
Interquartile range (IQR)	0.63

Descriptive statistics

Standard deviation	0.40474218
Coefficient of variation (CV)	0.033201018
Kurtosis	-0.1538192
Mean	12.190656
Median Absolute Deviation (MAD)	0.29
Skewness	-0.50179584
Sum	743.63
Variance	0.16381623
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
12.37	6	9.8%
12.08	5	8.2%
12.29	3	4.9%
12.6	2	3.3%
11.84	2	3.3%
12.51	2	3.3%
11.82	2	3.3%
12.72	2	3.3%
12	2	3.3%
12.42	2	3.3%
Other values (32)	33	54.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11.03	1	1.6%
11.41	1	1.6%
11.45	1	1.6%
11.56	1	1.6%
11.61	1	1.6%
11.62	1	1.6%
11.64	1	1.6%
11.65	1	1.6%
11.66	1	1.6%
11.76	1	1.6%

Value	Count	Frequency (%)
12.86	1	1.6%
12.85	1	1.6%
12.81	1	1.6%
12.77	1	1.6%
12.72	2	3.3%
12.69	1	1.6%
12.67	1	1.6%
12.64	1	1.6%
12.6	2	3.3%
12.58	1	1.6%

Malic_Acid
Real number (ℝ)

Distinct	53
Distinct (%)	86.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6488525

Minimum	0.74
Maximum	2.89
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	976.0 B

Quantile statistics

Minimum	0.74
5-th percentile	0.94
Q1	1.29
median	1.53
Q3	2.05
95-th percentile	2.55
Maximum	2.89
Range	2.15
Interquartile range (IQR)	0.76

Descriptive statistics

Standard deviation	0.52227419
Coefficient of variation (CV)	0.3167501
Kurtosis	-0.42089753
Mean	1.6488525
Median Absolute Deviation (MAD)	0.34
Skewness	0.56662748
Sum	100.58
Variance	0.27277033
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.61	3	4.9%
1.13	2	3.3%
1.53	2	3.3%
1.51	2	3.3%
1.73	2	3.3%
1.29	2	3.3%
1.35	2	3.3%
1.6	1	1.6%
2.68	1	1.6%
1.34	1	1.6%
Other values (43)	43	70.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.74	1	1.6%
0.89	1	1.6%
0.92	1	1.6%
0.94	1	1.6%
0.98	1	1.6%
0.99	1	1.6%
1.07	1	1.6%
1.09	1	1.6%
1.1	1	1.6%
1.13	2	3.3%

Value	Count	Frequency (%)
2.89	1	1.6%
2.83	1	1.6%
2.68	1	1.6%
2.55	1	1.6%
2.46	1	1.6%
2.45	1	1.6%
2.43	1	1.6%
2.4	1	1.6%
2.39	1	1.6%
2.31	1	1.6%

Ash
Real number (ℝ)

Distinct	45
Distinct (%)	73.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2604918

Minimum	1.36
Maximum	3.23
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	976.0 B

Quantile statistics

Minimum	1.36
5-th percentile	1.88
Q1	2.1
median	2.26
Q3	2.42
95-th percentile	2.74
Maximum	3.23
Range	1.87
Interquartile range (IQR)	0.32

Descriptive statistics

Standard deviation	0.30119443
Coefficient of variation (CV)	0.13324288
Kurtosis	1.8406872
Mean	2.2604918
Median Absolute Deviation (MAD)	0.16
Skewness	0.22290075
Sum	137.89
Variance	0.090718087
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
2.28	4	6.6%
2.2	4	6.6%
2.3	3	4.9%
2.42	2	3.3%
2.32	2	3.3%
2.46	2	3.3%
2.17	2	3.3%
1.98	2	3.3%
2.5	2	3.3%
2.1	2	3.3%
Other values (35)	36	59.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.36	1	1.6%
1.7	1	1.6%
1.75	1	1.6%
1.88	1	1.6%
1.9	1	1.6%
1.92	2	3.3%
1.94	1	1.6%
1.95	1	1.6%
1.98	2	3.3%
1.99	1	1.6%

Value	Count	Frequency (%)
3.23	1	1.6%
2.92	1	1.6%
2.78	1	1.6%
2.74	1	1.6%
2.7	1	1.6%
2.62	1	1.6%
2.58	1	1.6%
2.56	1	1.6%
2.53	1	1.6%
2.52	1	1.6%

Ash_Alcanity
Real number (ℝ)

Distinct	29
Distinct (%)	47.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.970492

Minimum	10.6
Maximum	28.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	976.0 B

Quantile statistics

Minimum	10.6
5-th percentile	16
Q1	18
median	19.6
Q3	21.5
95-th percentile	24.5
Maximum	28.5
Range	17.9
Interquartile range (IQR)	3.5

Descriptive statistics

Standard deviation	3.005625
Coefficient of variation (CV)	0.1505033
Kurtosis	2.0076999
Mean	19.970492
Median Absolute Deviation (MAD)	1.6
Skewness	0.32752124
Sum	1218.2
Variance	9.0337814
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
18	6	9.8%
19	6	9.8%
21	5	8.2%
20	4	6.6%
18.5	4	6.6%
16	3	4.9%
22.5	3	4.9%
21.5	3	4.9%
28.5	2	3.3%
16.8	2	3.3%
Other values (19)	23	37.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10.6	1	1.6%
14.8	1	1.6%
16	3	4.9%
16.8	2	3.3%
17.5	2	3.3%
17.8	1	1.6%
18	6	9.8%
18.1	1	1.6%
18.5	4	6.6%
18.8	1	1.6%

Value	Count	Frequency (%)
28.5	2	3.3%
26	1	1.6%
24.5	1	1.6%
24	2	3.3%
23.6	1	1.6%
22.8	1	1.6%
22.5	3	4.9%
22	2	3.3%
21.6	1	1.6%
21.5	3	4.9%

Magnesium
Real number (ℝ)

Distinct	29
Distinct (%)	47.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	95.377049

Minimum	70
Maximum	162
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	976.0 B

Quantile statistics

Minimum	70
5-th percentile	80
Q1	86
median	90
Q3	99
95-th percentile	134
Maximum	162
Range	92
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	16.742326
Coefficient of variation (CV)	0.1755383
Kurtosis	5.3073103
Mean	95.377049
Median Absolute Deviation (MAD)	6
Skewness	2.1172186
Sum	5818
Variance	280.30546
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
88	8	13.1%
86	7	11.5%
85	5	8.2%
98	4	6.6%
94	3	4.9%
84	3	4.9%
103	3	4.9%
78	2	3.3%
92	2	3.3%
97	2	3.3%
Other values (19)	22	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
70	1	1.6%
78	2	3.3%
80	2	3.3%
81	1	1.6%
84	3	4.9%
85	5	8.2%
86	7	11.5%
87	1	1.6%
88	8	13.1%
90	2	3.3%

Value	Count	Frequency (%)
162	1	1.6%
151	1	1.6%
136	1	1.6%
134	1	1.6%
122	1	1.6%
119	1	1.6%
112	1	1.6%
108	1	1.6%
104	1	1.6%
103	3	4.9%

Total_Phenols
Real number (ℝ)

HIGH CORRELATION

Distinct	45
Distinct (%)	73.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1377049

Minimum	1.1
Maximum	3.52
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	976.0 B

Quantile statistics

Minimum	1.1
5-th percentile	1.38
Q1	1.72
median	2.11
Q3	2.48
95-th percentile	3.18
Maximum	3.52
Range	2.42
Interquartile range (IQR)	0.76

Descriptive statistics

Standard deviation	0.55230847
Coefficient of variation (CV)	0.25836516
Kurtosis	0.11169243
Mean	2.1377049
Median Absolute Deviation (MAD)	0.39
Skewness	0.4959373
Sum	130.4
Variance	0.30504464
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
2.2	5	8.2%
2	3	4.9%
2.48	2	3.3%
2.55	2	3.3%
2.5	2	3.3%
1.98	2	3.3%
1.38	2	3.3%
1.45	2	3.3%
1.6	2	3.3%
2.74	2	3.3%
Other values (35)	37	60.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.1	1	1.6%
1.15	1	1.6%
1.38	2	3.3%
1.39	1	1.6%
1.45	2	3.3%
1.48	1	1.6%
1.51	1	1.6%
1.6	2	3.3%
1.61	1	1.6%
1.62	1	1.6%

Value	Count	Frequency (%)
3.52	1	1.6%
3.5	1	1.6%
3.38	1	1.6%
3.18	1	1.6%
3.02	1	1.6%
2.9	1	1.6%
2.74	2	3.3%
2.6	1	1.6%
2.56	2	3.3%
2.55	2	3.3%

Flavanoids
Real number (ℝ)

HIGH CORRELATION

Distinct	52
Distinct (%)	85.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9136066

Minimum	0.51
Maximum	5.08
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	976.0 B

Quantile statistics

Minimum	0.51
5-th percentile	0.58
Q1	1.46
median	1.94
Q3	2.26
95-th percentile	3.1
Maximum	5.08
Range	4.57
Interquartile range (IQR)	0.8

Descriptive statistics

Standard deviation	0.7844213
Coefficient of variation (CV)	0.40991775
Kurtosis	3.56387
Mean	1.9136066
Median Absolute Deviation (MAD)	0.36
Skewness	1.0286042
Sum	116.73
Variance	0.61531678
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.27	2	3.3%
2.65	2	3.3%
1.25	2	3.3%
2.03	2	3.3%
1.69	2	3.3%
2.26	2	3.3%
2.17	2	3.3%
1.09	2	3.3%
0.58	2	3.3%
2.24	1	1.6%
Other values (42)	42	68.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.51	1	1.6%
0.57	1	1.6%
0.58	2	3.3%
0.66	1	1.6%
0.99	1	1.6%
1.02	1	1.6%
1.09	2	3.3%
1.25	2	3.3%
1.28	1	1.6%
1.32	1	1.6%

Value	Count	Frequency (%)
5.08	1	1.6%
3.75	1	1.6%
3.15	1	1.6%
3.1	1	1.6%
2.92	1	1.6%
2.79	1	1.6%
2.65	2	3.3%
2.53	1	1.6%
2.5	1	1.6%
2.45	1	1.6%

Nonflavanoid_Phenols
Real number (ℝ)

Distinct	31
Distinct (%)	50.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.37459016

Minimum	0.13
Maximum	0.66
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	976.0 B

Quantile statistics

Minimum	0.13
5-th percentile	0.17
Q1	0.28
median	0.37
Q3	0.47
95-th percentile	0.6
Maximum	0.66
Range	0.53
Interquartile range (IQR)	0.19

Descriptive statistics

Standard deviation	0.13123228
Coefficient of variation (CV)	0.35033564
Kurtosis	-0.52203195
Mean	0.37459016
Median Absolute Deviation (MAD)	0.1
Skewness	0.2846398
Sum	22.85
Variance	0.017221913
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0.37	5	8.2%
0.26	4	6.6%
0.34	3	4.9%
0.29	3	4.9%
0.48	3	4.9%
0.4	3	4.9%
0.3	3	4.9%
0.43	3	4.9%
0.32	3	4.9%
0.14	2	3.3%
Other values (21)	29	47.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.13	1	1.6%
0.14	2	3.3%
0.17	1	1.6%
0.19	1	1.6%
0.21	1	1.6%
0.22	1	1.6%
0.24	1	1.6%
0.25	1	1.6%
0.26	4	6.6%
0.27	2	3.3%

Value	Count	Frequency (%)
0.66	1	1.6%
0.63	2	3.3%
0.6	2	3.3%
0.58	2	3.3%
0.53	2	3.3%
0.52	2	3.3%
0.5	1	1.6%
0.48	3	4.9%
0.47	1	1.6%
0.45	1	1.6%

Proanthocyanins
Real number (ℝ)

HIGH CORRELATION

Distinct	44
Distinct (%)	72.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5216393

Minimum	0.41
Maximum	3.28
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	976.0 B

Quantile statistics

Minimum	0.41
5-th percentile	0.64
Q1	1.31
median	1.46
Q3	1.77
95-th percentile	2.49
Maximum	3.28
Range	2.87
Interquartile range (IQR)	0.46

Descriptive statistics

Standard deviation	0.52188179
Coefficient of variation (CV)	0.34297338
Kurtosis	1.7285658
Mean	1.5216393
Median Absolute Deviation (MAD)	0.3
Skewness	0.60580274
Sum	92.82
Variance	0.2723606
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
1.35	4	6.6%
1.46	3	4.9%
1.77	3	4.9%
1.4	3	4.9%
1.63	3	4.9%
1.42	2	3.3%
1.56	2	3.3%
1.04	2	3.3%
2.08	2	3.3%
0.94	2	3.3%
Other values (34)	35	57.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.41	1	1.6%
0.42	1	1.6%
0.62	1	1.6%
0.64	1	1.6%
0.83	1	1.6%
0.94	2	3.3%
0.95	1	1.6%
1.03	1	1.6%
1.04	2	3.3%
1.05	1	1.6%

Value	Count	Frequency (%)
3.28	1	1.6%
2.76	1	1.6%
2.5	1	1.6%
2.49	1	1.6%
2.35	1	1.6%
2.08	2	3.3%
2.01	1	1.6%
1.99	1	1.6%
1.95	1	1.6%
1.9	1	1.6%

Color_Intensity
Real number (ℝ)

Distinct	46
Distinct (%)	75.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.4140983

Minimum	1.74
Maximum	9.899999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	976.0 B

Quantile statistics

Minimum	1.74
5-th percentile	1.95
Q1	2.6
median	3
Q3	3.8
95-th percentile	6
Maximum	9.899999
Range	8.159999
Interquartile range (IQR)	1.2

Descriptive statistics

Standard deviation	1.4906456
Coefficient of variation (CV)	0.43661473
Kurtosis	5.9314613
Mean	3.4140983
Median Absolute Deviation (MAD)	0.55
Skewness	2.165043
Sum	208.26
Variance	2.2220244
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
3.05	3	4.9%
2.5	2	3.3%
2.65	2	3.3%
2.9	2	3.3%
3.25	2	3.3%
2.7	2	3.3%
1.95	2	3.3%
2.8	2	3.3%
2.6	2	3.3%
2.45	2	3.3%
Other values (36)	40	65.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.74	1	1.6%
1.9	1	1.6%
1.95	2	3.3%
2	1	1.6%
2.06	2	3.3%
2.12	1	1.6%
2.15	1	1.6%
2.2	1	1.6%
2.4	1	1.6%
2.45	2	3.3%

Value	Count	Frequency (%)
9.899999	1	1.6%
7.6	1	1.6%
7.1	1	1.6%
6	1	1.6%
5.75	1	1.6%
5.7	1	1.6%
5.45	1	1.6%
4.68	1	1.6%
4.6	1	1.6%
4.5	1	1.6%

Hue
Real number (ℝ)

Distinct	44
Distinct (%)	72.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0312459

Minimum	0.57
Maximum	1.71
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	976.0 B

Quantile statistics

Minimum	0.57
5-th percentile	0.69
Q1	0.9
median	1.04
Q3	1.16
95-th percentile	1.36
Maximum	1.71
Range	1.14
Interquartile range (IQR)	0.26

Descriptive statistics

Standard deviation	0.21659799
Coefficient of variation (CV)	0.21003525
Kurtosis	0.65123663
Mean	1.0312459
Median Absolute Deviation (MAD)	0.14
Skewness	0.31078128
Sum	62.906
Variance	0.046914689
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
1.23	4	6.6%
1.04	3	4.9%
0.86	3	4.9%
1.16	3	4.9%
0.96	3	4.9%
0.95	2	3.3%
0.8	2	3.3%
1.05	2	3.3%
1	2	3.3%
0.93	2	3.3%
Other values (34)	35	57.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.57	1	1.6%
0.58	1	1.6%
0.66	1	1.6%
0.69	1	1.6%
0.73	1	1.6%
0.75	1	1.6%
0.76	1	1.6%
0.79	1	1.6%
0.8	2	3.3%
0.86	3	4.9%

Value	Count	Frequency (%)
1.71	1	1.6%
1.45	1	1.6%
1.38	1	1.6%
1.36	1	1.6%
1.33	1	1.6%
1.31	1	1.6%
1.28	1	1.6%
1.27	1	1.6%
1.25	1	1.6%
1.23	4	6.6%

OD280
Real number (ℝ)

HIGH CORRELATION

Distinct	50
Distinct (%)	82.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6629508

Minimum	1.29
Maximum	3.69
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	976.0 B

Quantile statistics

Minimum	1.29
5-th percentile	1.55
Q1	2.27
median	2.77
Q3	3.16
95-th percentile	3.48
Maximum	3.69
Range	2.4
Interquartile range (IQR)	0.89

Descriptive statistics

Standard deviation	0.62326919
Coefficient of variation (CV)	0.23405208
Kurtosis	-0.59069554
Mean	2.6629508
Median Absolute Deviation (MAD)	0.44
Skewness	-0.54720123
Sum	162.44
Variance	0.38846448
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.96	3	4.9%
2.78	2	3.3%
2.44	2	3.3%
1.82	2	3.3%
2.87	2	3.3%
3.3	2	3.3%
3.21	2	3.3%
2.26	2	3.3%
2.31	2	3.3%
2.77	2	3.3%
Other values (40)	40	65.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.29	1	1.6%
1.36	1	1.6%
1.51	1	1.6%
1.55	1	1.6%
1.58	1	1.6%
1.59	1	1.6%
1.63	1	1.6%
1.67	1	1.6%
1.82	2	3.3%
2.06	1	1.6%

Value	Count	Frequency (%)
3.69	1	1.6%
3.63	1	1.6%
3.57	1	1.6%
3.48	1	1.6%
3.39	1	1.6%
3.38	1	1.6%
3.33	1	1.6%
3.3	2	3.3%
3.28	1	1.6%
3.26	1	1.6%

Proline
Real number (ℝ)

Distinct	47
Distinct (%)	77.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	537.98361

Minimum	278
Maximum	1015
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	976.0 B

Quantile statistics

Minimum	278
5-th percentile	315
Q1	428
median	500
Q3	650
95-th percentile	870
Maximum	1015
Range	737
Interquartile range (IQR)	222

Descriptive statistics

Standard deviation	163.93489
Coefficient of variation (CV)	0.30472099
Kurtosis	0.33761347
Mean	537.98361
Median Absolute Deviation (MAD)	125
Skewness	0.70777196
Sum	32817
Variance	26874.65
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
680	3	4.9%
450	3	4.9%
625	3	4.9%
495	3	4.9%
630	2	3.3%
510	2	3.3%
520	2	3.3%
345	2	3.3%
428	2	3.3%
562	2	3.3%
Other values (37)	37	60.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
278	1	1.6%
290	1	1.6%
312	1	1.6%
315	1	1.6%
325	1	1.6%
342	1	1.6%
345	2	3.3%
352	1	1.6%
355	1	1.6%
378	1	1.6%

Value	Count	Frequency (%)
1015	1	1.6%
937	1	1.6%
886	1	1.6%
870	1	1.6%
750	1	1.6%
718	1	1.6%
714	1	1.6%
710	1	1.6%
695	1	1.6%
680	3	4.9%

kmeans_labels
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	976.0 B

2	61

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	61
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	61	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	61	100.0%

Most occurring characters

Value	Count	Frequency (%)
2	61	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	61	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	61	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	61	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	61	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	61	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	61	100.0%

Auto

Heatmap
Table

	Alcohol	Ash	Ash_Alcanity	Color_Intensity	Flavanoids	Hue	Magnesium	Malic_Acid	Nonflavanoid_Phenols	OD280	Proanthocyanins	Proline	Total_Phenols
Alcohol	1.000	-0.283	-0.224	0.319	-0.205	-0.280	-0.000	-0.066	-0.043	-0.268	-0.182	0.138	-0.284
Ash	-0.283	1.000	0.483	0.086	0.140	-0.094	0.117	0.185	0.243	0.018	0.025	0.063	0.033
Ash_Alcanity	-0.224	0.483	1.000	-0.234	0.126	-0.218	-0.260	0.277	0.293	0.218	0.065	-0.233	-0.002
Color_Intensity	0.319	0.086	-0.234	1.000	-0.018	-0.265	0.188	-0.008	0.100	-0.270	-0.137	0.300	-0.092
Flavanoids	-0.205	0.140	0.126	-0.018	1.000	0.139	-0.076	0.013	-0.316	0.619	0.552	-0.236	0.821
Hue	-0.280	-0.094	-0.218	-0.265	0.139	1.000	0.001	-0.282	-0.136	0.117	0.116	0.044	0.117
Magnesium	-0.000	0.117	-0.260	0.188	-0.076	0.001	1.000	0.041	-0.195	-0.208	0.027	0.249	-0.049
Malic_Acid	-0.066	0.185	0.277	-0.008	0.013	-0.282	0.041	1.000	0.197	0.080	-0.194	-0.170	-0.162
Nonflavanoid_Phenols	-0.043	0.243	0.293	0.100	-0.316	-0.136	-0.195	0.197	1.000	-0.340	-0.249	-0.139	-0.355
OD280	-0.268	0.018	0.218	-0.270	0.619	0.117	-0.208	0.080	-0.340	1.000	0.342	-0.149	0.561
Proanthocyanins	-0.182	0.025	0.065	-0.137	0.552	0.116	0.027	-0.194	-0.249	0.342	1.000	0.057	0.349
Proline	0.138	0.063	-0.233	0.300	-0.236	0.044	0.249	-0.170	-0.139	-0.149	0.057	1.000	-0.191
Total_Phenols	-0.284	0.033	-0.002	-0.092	0.821	0.117	-0.049	-0.162	-0.355	0.561	0.349	-0.191	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Alcohol	Malic_Acid	Ash	Ash_Alcanity	Magnesium	Total_Phenols	Flavanoids	Nonflavanoid_Phenols	Proanthocyanins	Color_Intensity	Hue	OD280	Proline	kmeans_labels
23	12.85	1.60	2.52	17.8	95	2.48	2.37	0.26	1.46	3.93	1.090	3.63	1015	2
59	12.37	0.94	1.36	10.6	88	1.98	0.57	0.28	0.42	1.95	1.050	1.82	520	2
60	12.33	1.10	2.28	16.0	101	2.05	1.09	0.63	0.41	3.27	1.250	1.67	680	2
61	12.64	1.36	2.02	16.8	100	2.02	1.41	0.53	0.62	5.75	0.980	1.59	450	2
63	12.37	1.13	2.16	19.0	87	3.50	3.10	0.19	1.87	4.45	1.220	2.87	420	2
64	12.17	1.45	2.53	19.0	104	1.89	1.75	0.45	1.03	2.95	1.450	2.23	355	2
65	12.37	1.21	2.56	18.1	98	2.42	2.65	0.37	2.08	4.60	1.190	2.30	678	2
67	12.37	1.17	1.92	19.6	78	2.11	2.00	0.27	1.04	4.68	1.120	3.48	510	2
69	12.21	1.19	1.75	16.8	151	1.85	1.28	0.14	2.50	2.85	1.280	3.07	718	2
70	12.29	1.61	2.21	20.4	103	1.10	1.02	0.37	1.46	3.05	0.906	1.82	870	2

	Alcohol	Malic_Acid	Ash	Ash_Alcanity	Magnesium	Total_Phenols	Flavanoids	Nonflavanoid_Phenols	Proanthocyanins	Color_Intensity	Hue	OD280	Proline	kmeans_labels
125	12.07	2.16	2.17	21.0	85	2.60	2.65	0.37	1.35	2.760000	0.86	3.28	378	2
126	12.43	1.53	2.29	21.5	86	2.74	3.15	0.39	1.77	3.940000	0.69	2.84	352	2
127	11.79	2.13	2.78	28.5	92	2.13	2.24	0.58	1.76	3.000000	0.97	2.44	466	2
128	12.37	1.63	2.30	24.5	88	2.22	2.45	0.40	1.90	2.120000	0.89	2.78	342	2
130	12.86	1.35	2.32	18.0	122	1.51	1.25	0.21	0.94	4.100000	0.76	1.29	630	2
132	12.81	2.31	2.40	24.0	98	1.15	1.09	0.27	0.83	5.700000	0.66	1.36	560	2
134	12.51	1.24	2.25	17.5	85	2.00	0.58	0.60	1.25	5.450000	0.75	1.51	650	2
135	12.60	2.46	2.20	18.5	94	1.62	0.66	0.63	0.94	7.100000	0.73	1.58	695	2
154	12.58	1.29	2.10	20.0	103	1.48	0.58	0.53	1.40	7.600000	0.58	1.55	640	2
171	12.77	2.39	2.28	19.5	86	1.39	0.51	0.48	0.64	9.899999	0.57	1.63	470	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample